- Marblehead, MA
- jacobmacinnis.com
- https://medium.com/@jacobmacinnis
- in/jacob-macinnis
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r2ai
r2ai PublicR2AI is a semi-autonomous Python refactoring agent built using LangGraph. It analyzes and improves Python code structure using Ruff, refactors it via LLM, and supports human-in-the-loop review with…
Python
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agent_cortex_v2
agent_cortex_v2 PublicAgent Cortex v2 expands the local AI assistant with new tools including: persistent long-term memory, Python code execution, and short-term conversational context. Built on LangChain and Mistral 7B…
Python
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agent_cortex_v1
agent_cortex_v1 PublicAgent Cortex is a local AI assistant powered by LangChain and Mistral 7B. It combines: Document retrieval (RAG), Math solving, and DuckDuckGo web search. Runs fully offline (except for websearch)—n…
Python
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rag-api
rag-api Publicproduction-ready RAG (Retrieval-Augmented Generation) backend built with FastAPI, SentenceTransformers, and FLAN-T5. It demonstrates a modern approach to question-answering using both semantic sear…
Python
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agricultural-leaf-vision
agricultural-leaf-vision PublicA lightweight computer vision project developed to deepen my understanding of image preprocessing, transfer learning, and end-to-end ML deployment with minimal cloud cost. It's built using transfer…
Python
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support-agent
support-agent PublicSimple Support agent primarily using RAG with Vector DB consisting of a companies documention with a fallback to OpenAI GPT-3.5-Turbo for general question handling.
Python
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